Computational Intelligence in Information Systems: by Somnuk Phon-Amnuaisuk, Thien-Wan Au, Saiful Omar

By Somnuk Phon-Amnuaisuk, Thien-Wan Au, Saiful Omar

This ebook constitutes the lawsuits of the Computational Intelligence in info structures convention (CIIS 2016), held in Brunei, November 18–20, 2016. The CIIS convention presents a platform for researchers to switch the most recent principles and to provide new examine advances as a rule components concerning computational intelligence and its functions. The 26 revised complete papers awarded during this booklet were conscientiously chosen from sixty two submissions. They hide quite a lot of themes and alertness components in computational intelligence and informatics.

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From Eq. (10), all values given as fuzzy numbers with probabilities, Pit . These data, Yt also can be presented in Table 1. Table 1. Fuzzy random input-output time series data Time/Sample 0 1 2 … n Output Yt Yt-1 Yt-2 … Yt-n Input Yt-1 Yt-2 … Yt-k Yt-2 Yt-3 … Yt-(k+1) Yt-3 Yt-4 … Yt-(k+2) ……… Yt-(n+1) Yt-(n+2) … Yt-(k+n) Â Ã Â Ã Let a simple FR-AR model with coefficients ;l1 ; ;r1 and ;l2 ; ;r2 can be written as: Â Ã Â Ã Â Ã Yt ¼ ;l1 ; ;r1 YtÀ1 þ ;l2 ; ;r2 YtÀ2 þ elt ; ert ; ð11Þ To estimate CI of both coefficients in Eq.

Each participant node, PSid is assumed to fall into a particular cluster of a set of a participant in the crowd often refer to as a group. The PSid which is a node relating to a participant at one time is closer to the cluster’s centroid k than any centroid far from k, the centroid. We assume that variation between monitoring participant whose monitor’s device is represented by PSid and another participant P 2 Ki and ki (centroid), is the representation of group cluster, which is measured by dist (p; ki ).

Nearest neighbour (NN) heuristic: The Nearest neighbour heuristic represents a deterministic method, which represent a tour in which always the nearest unvisited city is visited. The advantage of this heuristic is that it is easy to implement and executes quickly. Secondary nearest neighbour (SNN) heuristic: The Secondary nearest neighbour heuristic is also a deterministic method, which visits always the second nearest unvisited city in the tour. Alternating nearest neighbour (ANN) heuristic: The combination of above two methods.

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